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STATS 414 · Lec 80

From Predictive Artificial Intelligence to Generative Artificial Intelligence

Fall 2026Cheng, G.4 units

dibs reads this section's seats hourly, like everything else, but it does not send alerts for graduate courses yet.

Seats, time, final and grades

Seats

Open, 14 seats left.

36 of 50 enrolled, lecture and all discussions summed.

Read 5 hours ago. The latest refresh is overdue. Seats and instructors may have changed since. Check the registrar before enrolling.

Meets

W 6:00pm-8:50pm

Lecture only. You also attend a discussion, listed below.

Final

Wed 9 Dec, 6:30pm to 9:30pm

One exam for the whole class, Los Angeles time.

Read 2 days ago.

Grades

3.78

Predicted GPA

Historical records for CHENG, GUANG; 41 letter grades

Put this class on a board

A board is one quarter you are drafting, so it needs an account to live in. Signing in brings you straight back to this page, with this class still in front of you.

Before you can enroll

Registrar's Restrictions cell, read 2 days ago: "Masters of Applied Statistics and Data Science Majors".

Tell dibs what you have already taken and this line will say which of these you have. Your list.

From the registrar

For Statistics 10 through 186, enrolling on the wait list does not guarantee enrollment in the course. A place on the wait list only offers a chance to add the course if enrolled students drop the course.

Restrictions checked 2 days ago and may be outdated. Seat alerts are unavailable for this course. Check the registrar.

Discussions

You enroll in the discussion, not the lecture, so the seat figure above is the sum across all of them and can read open while every discussion you could actually join is full.

1 discussion, all open.

  • Dis 80A

    W 5:00pm-5:50pm

    He, H.

    Open, 14 seats left.

When it meets

Discussion alternatives are shown with the lecture; choose one linked discussion.

Mon
Tue
Wed
Thu
Fri
5pm
6pm
7pm
8pm

Dis 80A

5pm-5:50pm

Lec 80

6pm-8:50pm

Scroll sideways for the whole week. All meeting times are listed below.

Boelter Hall 5280

Grades

3.78

Predicted GPA

Historical records for CHENG, GUANG; 41 letter grades
A range
88%
P/NP
-
letter grade only
D/F/W
0.0%

Full grade history for STATS 414

What students say

dibs measures outcomes: grades, seats, how fast it fills. For what the class is actually like to sit in, BruinWalk has the reviews.

No reviews were listed in the BruinWalk source checked 6 days ago. Assignment details are unknown. Check the current syllabus.

Will it still be here

Not a question any more: see the notice at the top of this page.

Final enrollment per term from four years of grade data. Summer excluded: different population, different pass structure.

  • 2925W
  • 1225F
Enrollment by term: 25W 29, 25F 12

Peak 29 · most recent 25F at 12

Seats over time

Nothing read since 16 Oct, 5 hours ago. Over about 2 months before that, filled by 13.

36 of 50 · 14 left in its discussions
18 Aug 20:4017 Sep 06:4116 Oct 16:43 · 5 hours ago
Checked 168 of the 594 hours with hourly history, 28%. No reading was recorded in 426 hours. dibs had no hourly record before 21 Sep, which is the other 819 of 1413 plotted.36 of 50 enrolled at the newest reading, 5 hours ago, with 14 left in its discussions. Seats from 18 Aug 20:40 to 16 Oct 16:43, 23 to 36. Checks are not continuous monitoring. Changes between checks may be missed.

A dot is a reading where something moved: the seat count, the status, or the waitlist. Flat between dots joins recorded counts; changes between reads may be missed. The line starts when dibs first saw this section rather than reaching back before it existed. The last one is the last time dibs read this section, moved or not, and that was 5 hours ago. It is where the line stops, not where the count is now.

Show the readings (47)
Recorded Enrolled Capacity Status Waitlist Hours read
16 Oct 16:43 36 50 open - 33 of 112
12 Oct 01:32 36 50 open - 10 of 28
10 Oct 22:59 37 50 open - 39 of 143
5 Oct 00:02 35 50 open - 3 of 8
4 Oct 17:02 34 50 open - 8 of 44
2 Oct 22:42 35 50 open - 23 of 67
30 Sep 04:12 36 50 open - 2 of 6
29 Sep 23:42 35 50 open - 2 of 4
29 Sep 20:12 36 50 open - 2 of 5
29 Sep 16:42 35 50 open - 3 of 8
29 Sep 09:42 34 50 open - 3 of 8
29 Sep 02:42 35 50 open - 3 of 8
28 Sep 19:42 36 50 open - 5 of 15
28 Sep 05:42 35 50 open - 5 of 15
27 Sep 15:52 34 50 open - 2 of 4
27 Sep 12:22 36 50 open - 5 of 15
26 Sep 22:22 35 50 open - 2 of 5
26 Sep 18:52 34 50 open - 3 of 7
26 Sep 12:12 35 50 open - 4 of 12
26 Sep 01:32 34 50 open - 29 of 98
22 Sep 00:02 36 50 open - 2 of 5, 3 no hourly record
21 Sep 20:32 35 50 open - no hourly record
20 Sep 00:52 34 50 open - no hourly record
17 Sep 17:02 35 50 open - no hourly record
9 Sep 07:40 36 50 open - no hourly record
8 Sep 03:40 35 50 open - no hourly record
8 Sep 02:40 34 50 open - no hourly record
7 Sep 20:40 33 50 open - no hourly record
7 Sep 19:40 34 50 open - no hourly record
3 Sep 01:40 33 50 open - no hourly record
2 Sep 01:40 31 50 open - no hourly record
1 Sep 21:40 29 50 open - no hourly record
1 Sep 20:40 30 50 open - no hourly record
1 Sep 18:40 29 50 open - no hourly record
1 Sep 17:40 30 50 open - no hourly record
1 Sep 12:40 29 50 open - no hourly record
1 Sep 11:40 30 50 open - no hourly record
1 Sep 10:40 29 50 open - no hourly record
1 Sep 09:40 30 50 open - no hourly record
1 Sep 01:40 29 50 open - no hourly record
31 Aug 02:40 28 50 open - no hourly record
30 Aug 22:40 27 50 open - no hourly record
30 Aug 21:40 28 50 open - no hourly record
30 Aug 01:40 27 50 open - no hourly record
27 Aug 11:28 26 50 open - no hourly record
25 Aug 03:40 24 50 open - no hourly record
18 Aug 20:40 23 50 open - -
How readings and alerts work

Dated seat counts can be available even when hourly check history is missing. Gaps do not show whether seats changed between observations.

Seat counts show the last successful read, not live availability. Refreshes can be delayed by request limits or upstream interruptions. Watched sections receive priority, but an hourly update for every section is not guaranteed.

The registrar can change a seat count between our checks. Alerts depend on dibs detecting an opening and completing delivery; a quiet watch does not prove that no seat opened. Check the registrar before enrolling.

Class chat

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